Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements

Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements

This book is a reprint of the Special Issue entitled "Statistical and Machine Learning Models for Remote Sensing Data Mining - Recent Advancements" that was published in Remote Sensing, MDPI. It provides insights into both core technical challenges and some selected critical applications o...

Full description

Bibliographic Details
Format:	eBook
Language:	English
Published:	Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:	Environmental economics Research and information: general AOD recovery CNN conditional random fields CYGNSS Dirichlet process East Asia feature-level fusion Gamma distribution GNSS-R high wind speed inversion infinite mixture models knowledge distillation LightGBM n/a noisy labels oil spill detection online setting optical image PCA-SVR polarized SAR random forest remote sensing images scene classification spatiotemporal weight interpolation SVR synthetic aperture radar images teacher-student variational inference
Online Access:	Open Access: DOAB: description of the publication Open Access: DOAB, download the publication

Similar Items

High Wind Speed Inversion Model of CYGNSS Sea Surface Data Based on Machine Learning
by: Yun Zhang, et al.
Published: (2021-08-01)

Remote Sensing Image Scene Classification with Noisy Label Distillation
by: Rui Zhang, et al.
Published: (2020-07-01)

SAR Oil Spill Detection System through Random Forest Classifiers
by: Marcos Reinan Assis Conceição, et al.
Published: (2021-05-01)

Assessing L-Band GNSS-Reflectometry and Imaging Radar for Detecting Sub-Canopy Inundation Dynamics in a Tropical Wetlands Complex
by: Katherine Jensen, et al.
Published: (2018-09-01)

Sustained virological response 12 versus sustained virological response 24 as evaluation endpoints in chronic hepatitis C virus Egyptian patients treated with sofosbuvir-based regimens
by: Maha M Elsabaawy, et al.
Published: (2019-01-01)

Forecast of the COVID-19 Epidemic Based on RF-BOA-LightGBM
by: Zhe Li, et al.
Published: (2021-09-01)

A Robust Fusion Methodology for MEMS-Based Land Vehicle Navigation in GNSS-Challenged Environments
by: Song Yue, et al.
Published: (2020-01-01)

Oil Spill Detection in SAR Images Using Online Extended Variational Learning of Dirichlet Process Mixtures of Gamma Distributions
by: Ahmed Almulihi, et al.
Published: (2021-07-01)

PolSAR Image Classification Based on Statistical Distribution and MRF
by: Junjun Yin, et al.
Published: (2020-03-01)

Mining Subsidence Prediction by Combining Support Vector Machine Regression and Interferometric Synthetic Aperture Radar Data
by: Lichun Sui, et al.
Published: (2020-06-01)

Study on short-term photovoltaic power prediction model based on the Stacking ensemble learning
by: Xifeng Guo, et al.
Published: (2020-12-01)

Evaluations of a Machine Learning-Based CYGNSS Soil Moisture Estimates against SMAP Observations
by: Volkan Senyurek, et al.
Published: (2020-10-01)

Using High-Frequency Information and RH to Estimate AQI Based on SVR
by: Jiun-Jian Liaw, et al.
Published: (2021-05-01)

Research on prediction of contact stress of acetabular lining based on principal component analysis and support vector regression
by: Zhao Jun, et al.
Published: (2021-01-01)

Identification of heat-integrated distillation column using hybrid support vector regression and particle swarm optimization
by: Jaleel Abdul E., et al.
Published: (2018-01-01)

A Research on the Simultaneous Localization Method in the Process of Autonomous Underwater Vehicle Homing with Unknown Varying Measurement Error
by: Lingyan Dong, et al.
Published: (2019-10-01)

Soft sensor development and optimization of the commercial petrochemical plant integrating support vector regression and genetic algorithm
by: S.K. Lahiri, et al.
Published: (2009-09-01)

Confidence-Constrained Support Vector Regression for Geological Surface Uncertainty Modeling
by: Shicheng Yu, et al.
Published: (2020-01-01)

Curing Chronic Hepatitis C: A Cost Comparison of the Combination Simeprevir Plus Sofosbuvir vs. Protease-Inhibitor-Based Triple Therapy
by: Jacob A. Langness, et al.
Published: (2017-05-01)

Adaptive boosting of weak regressors for forecasting of crop production considering climatic variability: An empirical assessment
by: Subhadra Mishra, et al.
Published: (2020-10-01)

A Comparison of Machine Learning Methods for the Prediction of Traffic Speed in Urban Places
by: Charalampos Bratsas, et al.
Published: (2019-12-01)

Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)
by: Derara Duba Rufo, et al.
Published: (2021-09-01)

GA-SVR Algorithm for Improving Forest Above Ground Biomass Estimation Using SAR Data
by: Yongjie Ji, et al.
Published: (2021-01-01)

Cure or curd: Modification of lipid profiles and cardio‐cerebrovascular events after hepatitis C virus eradication
by: Chung‐Feng Huang, et al.
Published: (2020-11-01)

Factors and HCV treatment outcomes associated with smoking among people who inject drugs on opioid agonist treatment: secondary analysis of the PREVAIL randomized clinical trial
by: Irene Pericot-Valverde, et al.
Published: (2020-12-01)

Treatment outcomes of patients with chronic hepatitis C receiving sofosbuvir-based combination therapy within national hepatitis C elimination program in the country of Georgia
by: Tengiz Tsertsvadze, et al.
Published: (2020-01-01)

Prevalence and predictors of occult hepatitis C virus infection among Egyptian patients who achieved sustained virologic response to sofosbuvir/daclatasvir therapy: a multi-center study
by: Mekky MA, et al.
Published: (2019-01-01)

A Hybrid Online Forecasting Model for Ultrashort-Term Photovoltaic Power Generation
by: Fei Mei, et al.
Published: (2018-03-01)

Safety and efficacy of directly acting antivirals (sofosbuvir and daclatasvir) in treatment of chronic HCV in HIV-HCV co-infected Egyptian patients
by: Inas E L-Khedr Mohamed, et al.
Published: (2021-04-01)

HEPATITIS C VIRUS – FROM UNKNOWN VIRUS TO A CURABLE DISEASE
by: Raluca Mihaela Dirtu, et al.
Published: (2019-06-01)

Direct-acting antivirals for patients with chronic hepatitis C and hepatocellular carcinoma in Taiwan
by: Chen-Ta Chi, et al.
Published: (2021-06-01)

Balapiravir plus peginterferon alfa-2a (40KD)/ribavirin in a randomized trial of hepatitis C genotype 1 patients(♦♦ Grant Support: This study was funded by Roche. The sponsor contributed to study design as well as data collection, analysis, and interpretation with input from the investigators. Writing support was provided by Blair Jarvis of Health Interactions and funded by Hoffman La-Roche Ltd. ClinicalTrials.gov Identifier: NCT00517439)
by: David R. Nelson, et al.
Published: (2012-01-01)

Description of the UCAR/CU Soil Moisture Product
by: Clara Chew, et al.
Published: (2020-05-01)

Single Image Super-Resolution by Non-Linear Sparse Representation and Support Vector Regression
by: Yungang Zhang, et al.
Published: (2017-02-01)

A Multi-Class Automatic Sleep Staging Method Based on Photoplethysmography Signals
by: Xiangfa Zhao, et al.
Published: (2021-01-01)

A Long Short-Term Memory (LSTM) Network for Hourly Estimation of PM<sub>2.5</sub> Concentration in Two Cities of South Korea
by: Khaula Qadeer, et al.
Published: (2020-06-01)

Automatic Sleep Stage Classification With Single Channel EEG Signal Based on Two-Layer Stacked Ensemble Model
by: Jinjin Zhou, et al.
Published: (2020-01-01)

Improving CyGNSS-Based Land Remote Sensing: Track-Wise Data Calibration Schemes
by: Qingyun Yan, et al.
Published: (2021-07-01)

A No-Reference Image Quality Assessment Metric by Multiple Characteristics of Light Field Images
by: Liang Shan, et al.
Published: (2019-01-01)

Efficacy and tolerability of DAAs in HCV-monoinfected and HCV/HIV-coinfected patients with psychiatric disorders
by: Nicolò de Gennaro, et al.
Published: (2020-03-01)

Cannot write session to /tmp/vufind_sessions/sess_u3c95rsu4on1vp0bn9a6l18bep